e90dea60c7
702 - Shorten Refs of classes and functions ( #831 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
Co-authored-by: tataganesh <tataganesh95@gmail.com >
2023-12-07 13:37:16 +00:00
4ce9f771c8
Unify softmax implementations ( #826 )
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* unify softmax implementations
* Refine mypy type hint in _set_fine_search_range function
- Update type hint for `min_entropy_ind` from built-in `int` to `np.intp`.
- This refinement addresses a type compatibility warning.
- `np.intp` is the integer type used by numpy for indexing and can differ in size from the built-in Python `int` depending on the platform (32-bit vs 64-bit).
- Mypy highlighted this type hint discrepancy.
* add unit tests for softmax
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Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
2023-08-30 00:22:05 +00:00
d45a508ed6
Update softmax to be more numerically stable ( #667 )
2023-04-14 22:23:40 -05:00
f8c1866c58
move methods to multilabel_classification module ( #657 )
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adds new dataset summarization methods for multilabel settings
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-04-13 21:50:11 -07:00
7b589f6d63
updating copyright year to include 2023 ( #594 )
2023-01-06 21:25:57 -08:00
27340b0d5f
fix(multi-label docstring example): 📝 make score array two-dimensional ( #573 )
2022-12-23 15:59:23 -08:00
1e8f9ab8b2
Docs: remove double slash in math-mode in EMA docstring ( #563 )
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Fixes #556
2022-12-12 09:07:40 -08:00
17a82c32fc
Public multilabel quality scores method + softmin aggregation + more tests ( #542 )
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Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2022-11-23 18:34:43 -08:00
7139a8fd99
Refactor MultilabelScorer helper methods and tests ( #540 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2022-11-20 15:43:23 -08:00
4d0ad6ed04
Fix multilabel_py dimensionality ( #535 )
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* Go from a (2**K,) vector to a (K, 2) matrix of prior probabilities.
2022-11-14 15:19:17 +00:00
25025d9275
Validate forgetting factor in EMA ( #527 )
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- Added runtime check that `0 <= alpha <= 1` to ensure EMA uses proportional weighting.
- Moved all EMA tests to separate class.
2022-11-07 15:56:33 +00:00
b12d76b6d1
Multilabel code restructuring with aggregation/scorer functions ( #509 )
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_find_label_issues_multilabel uses EMA instead of mean-pooling when computing label quality scores
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2022-10-28 16:26:39 -07:00
Gibson Han